PolicyEngine / policyengine-app

PolicyEngine's free web app for computing the impact of public policy.
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GPT off by 100x in a percentage #421

Closed MaxGhenis closed 2 months ago

MaxGhenis commented 1 year ago

https://policyengine.org/us/policy?focus=policyOutput.analysis&household=24552&region=dc&timePeriod=2023&baseline=2&reform=6201

The share of income held by the top 10% of households decreases marginally from 27.8% to 27.8%, while the share held by the top 1% remains practically unchanged (0.0687% to 0.0686%).

Prompt:

This JSON describes three inequality metrics in the baseline and reform, the Gini coefficient of income inequality, the share of income held by the top 10% of households and the share held by the top 1% (describe the relative changes): {"gini":{"baseline":0.4424957921013576,"reform":0.44150174692851535},"top_10_pct_share":{"baseline":0.27782294682240133,"reform":0.2776797477993882},"top_1_pct_share":{"baseline":0.06870142552468556,"reform":0.06866711794089246}}

leonali030 commented 1 year ago

@MaxGhenis Could you elaborate the issue? I see from the website it shows "6.85% to 6.85%"

Screenshot 2023-04-18 at 10 55 34 AM
MaxGhenis commented 1 year ago

It's inconsistent - see the screenshot in my initial comment. So I think we'll want to test some prompts to encourage it to check the decimals, or provide clearer documentation for outcomes.

MaxGhenis commented 2 months ago

This hasn't recurred in a while